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Search results for jupyter notebook speech emotion recognition

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Multimodal Speech Emotion Recognition ⭐ 337

Lightweight and Interpretable ML Model for Speech Emotion Recognition and Ambiguity Resolution (trained on IEMOCAP dataset)

W2v2 How To ⭐ 233

How to use our public wav2vec2 dimensional emotion model

Multimodal Speech Emotion ⭐ 122

TensorFlow implementation of "Multimodal Speech Emotion Recognition using Audio and Text," IEEE SLT-18

Speech Emotion Classification With Pytorch ⭐ 100

This repository contains PyTorch implementation of 4 different models for classification of emotions of the speech.

Speech_emotion_recognition ⭐ 42

Using Convolutional Neural Networks in speech emotion recognition on the RAVDESS Audio Dataset.

Wav2Vec for speech recognition, classification, and audio classification

Speech_emotion_recognition ⭐ 23

In this project, the performance of speech emotion recognition is compared between two methods (SVM vs Bi-LSTM RNN).Conventional classifiers that uses machine learning algorithms has been used for decades in recognizing emotions from speech. However, in recent years, deep learning methods have taken the center stage and have gained popularity for their ability to perform well without any input hand-crafted features. Speech emotion on sets obtained from RAVDESS corpus is classified using a conven

Speech_emotion_detection ⭐ 18

Speech_Emotion_detection-SVM,RF,DT,MLP

SERVER: Multi-modal Speech Emotion Recognition using Transformer-based and Vision-based Embeddings

Multimodal Sentiment Analysis For Health Navigation ⭐ 6

Emotion recognition methods through facial expression, speeches, audios, and multimodal data

Speech To Emotion ⭐ 6

Emotion is an intuitive feeling which can be determined from any person’s circumstances and surroundings. But in this project, we tried to identify the emotional state of a person using his voice as input.

Audio_to_emotion ⭐ 5

Classifying Audio to Emotion

Speech Emotion Recognizer ⭐ 5

Speech Emotion Recognition using MLP Classifier.

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